Shuang Li

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 70

Top Topics

Extreme Learning Machines

Knowledge Transfer

Scene Recognition

Domain Adaptation

Top Venues

Publications

Shugang Li, Renhu Bu, Shuang Li, Chi Harold Liu, Keke Huang
Principal Properties Attention Matching for Partial Domain Adaptation in Fault Diagnosis. IEEE Trans. Instrum. Meas. 73 (2024)
Zhongxiang Fan, Zhaocheng Liu, Jian Liang, Dongying Kong, Han Li, Peng Jiang, Shuang Li, Kun Gai
Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction. CoRR (2024)
Haichuan Tang, Zhenjie Yu, Shuang Li
Exploring Spatiotemporal Consistency of Features for Video Translation in Consumer Internet of Things. IEEE Trans. Consumer Electron. 70 (1) (2024)
Mixue Xie, Shuang Li, Kaixiong Gong, Yulin Wang, Gao Huang
Adapting Across Domains via Target-Oriented Transferable Semantic Augmentation Under Prototype Constraint. Int. J. Comput. Vis. 132 (4) (2024)
Renhu Bu, Shuang Li, Chi Harold Liu
Weighted Multiple Source-Free Domain Adaptation Ensemble Network in Intelligent Machinery Fault Diagnosis. KSEM (2) (2024)
Lincan Cai, Shuang Li, Wenxuan Ma, Jingxuan Kang, Binhui Xie, Zixun Sun, Chengwei Zhu
Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation. CoRR (2024)
Wenxuan Ma, Shuang Li, Lincan Cai, Jingxuan Kang
Learning Modality Knowledge Alignment for Cross-Modality Transfer. CoRR (2024)
Binhui Xie, Shuang Li, Qingju Guo, Chi Harold Liu, Xinjing Cheng
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation. CoRR (2023)
Binhui Xie, Shuang Li, Fangrui Lv, Chi Harold Liu, Guoren Wang, Dapeng Oliver Wu
A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Shuang Li, Kaixiong Gong, Binhui Xie, Chi Harold Liu, Weipeng Cao, Song Tian
Critical Classes and Samples Discovering for Partial Domain Adaptation. IEEE Trans. Cybern. 53 (9) (2023)
Yirui Shen, Jingxuan Kang, Shuang Li, Zhenjie Yu, Shuigen Wang
Style Transfer Meets Super-Resolution: Advancing Unpaired Infrared-to-Visible Image Translation with Detail Enhancement. ACM Multimedia (2023)
Binhui Xie, Shuang Li, Mingjia Li, Chi Harold Liu, Gao Huang, Guoren Wang
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Binhui Xie, Shuang Li, Qingju Guo, Chi Harold Liu, Xinjing Cheng
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation. NeurIPS (2023)
Shuang Li, Wenxuan Ma, Jinming Zhang, Chi Harold Liu, Jian Liang, Guoren Wang
Meta-Reweighted Regularization for Unsupervised Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Mingjia Li, Binhui Xie, Shuang Li, Chi Harold Liu, Xinjing Cheng
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions. AAAI (2023)
Longhui Yuan, Shuang Li, Zhuo He, Binhui Xie
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation. CoRR (2023)
Longhui Yuan, Binhui Xie, Shuang Li
Robust Test-Time Adaptation in Dynamic Scenarios. CoRR (2023)
Zhenjie Yu, Shuang Li, Yirui Shen, Chi Harold Liu, Shuigen Wang
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer. CVPR (2023)
Jiashu Wu, Yang Wang, Binhui Xie, Shuang Li, Hao Dai, Kejiang Ye, Cheng-Zhong Xu
Joint Semantic Transfer Network for IoT Intrusion Detection. IEEE Internet Things J. 10 (4) (2023)
Ying Zhao, Shuang Li, Chi Harold Liu, Yuqi Han, Hao Shi, Wei Li
Domain Adaptive Remote Sensing Scene Recognition via Semantic Relationship Knowledge Transfer. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Mixue Xie, Shuang Li, Rui Zhang, Chi Harold Liu
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation. ICLR (2023)
Shuang Li, Shugang Li, Mixue Xie, Kaixiong Gong, Jianxin Zhao, Chi Harold Liu, Guoren Wang
End-to-End Transferable Anomaly Detection via Multi-Spectral Cross-Domain Representation Alignment. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Mixue Xie, Shuang Li, Longhui Yuan, Chi Harold Liu, Zehui Dai
Evolving Standardization for Continual Domain Generalization over Temporal Drift. NeurIPS (2023)
Longhui Yuan, Binhui Xie, Shuang Li
Robust Test-Time Adaptation in Dynamic Scenarios. CVPR (2023)
Wenxuan Ma, Shuang Li, Lincan Cai, Jingxuan Kang
Language Semantic Graph Guided Data-Efficient Learning. CoRR (2023)
Mingjia Li, Binhui Xie, Shuang Li, Chi Harold Liu, Xinjing Cheng
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions. CoRR (2022)
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation. CVPR (2022)
Fangrui Lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu
Causality Inspired Representation Learning for Domain Generalization. CoRR (2022)
Binhui Xie, Shuang Li, Mingjia Li, Chi Harold Liu, Gao Huang, Guoren Wang
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation. CoRR (2022)
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang
Active Learning for Domain Adaptation: An Energy-Based Approach. AAAI (2022)
Zhenjie Yu, Kai Chen, Shuang Li, Bingfeng Han, Chi Harold Liu, Shuigen Wang
ROMA: Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation. CoRR (2022)
Shuang Li, Binhui Xie, Qiuxia Lin, Chi Harold Liu, Gao Huang, Guoren Wang
Generalized Domain Conditioned Adaptation Network. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Kaixiong Gong, Shuang Li, Shugang Li, Rui Zhang, Chi Harold Liu, Qiang Chen
Improving Transferability for Domain Adaptive Detection Transformers. CoRR (2022)
Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li
Making The Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation. ACM Multimedia (2022)
Kaixiong Gong, Shuang Li, Shugang Li, Rui Zhang, Chi Harold Liu, Qiang Chen
Improving Transferability for Domain Adaptive Detection Transformers. ACM Multimedia (2022)
Wenxuan Ma, Jinming Zhang, Shuang Li, Chi Harold Liu, Yulin Wang, Wei Li
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation. CoRR (2022)
Fangrui Lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu
Causality Inspired Representation Learning for Domain Generalization. CVPR (2022)
Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition. CVPR (2021)
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation. CoRR (2021)
Shuang Li, Bingfeng Han, Zhenjie Yu, Chi Harold Liu, Kai Chen, Shuigen Wang
I2V-GAN: Unpaired Infrared-to-Visible Video Translation. ACM Multimedia (2021)
Binhui Xie, Longhui Yuan, Shuang Li, Chi Harold Liu, Xinjing Cheng, Guoren Wang
Active Learning for Domain Adaptation: An Energy-based Approach. CoRR (2021)
Dina Bashkirova, Samarth Mishra, Diala Lteif, Piotr Teterwak, Donghyun Kim, Fadi M. Alladkani, James Akl, Berk Çalli, Sarah Adel Bargal, Kate Saenko, Daehan Kim, Minseok Seo, YoungJin Jeon, Dong-Geol Choi, Shahaf Ettedgui, Raja Giryes, Shady Abu-Hussein, Binhui Xie, Shuang Li
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting. NeurIPS (Competition and Demos) (2021)
Binhui Xie, Kejia Yin, Shuang Li, Xinjing Chen
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning. CoRR (2021)
Shuang Li, Binhui Xie, Bin Zang, Chi Harold Liu, Xinjing Cheng, Ruigang Yang, Guoren Wang
Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation. CoRR (2021)
Fangrui Lv, Jian Liang, Kaixiong Gong, Shuang Li, Chi Harold Liu, Han Li, Di Liu, Guoren Wang
Pareto Domain Adaptation. NeurIPS (2021)
Shuang Li, Kaixiong Gong, Chi Harold Liu, Yulin Wang, Feng Qiao, Xinjing Cheng
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition. CoRR (2021)
Le Yang, Shiji Song, Shuang Li, Yiming Chen, Gao Huang
Graph Embedding-Based Dimension Reduction With Extreme Learning Machine. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Le Yang, Shiji Song, Shuang Li, Yiming Chen, C. L. Philip Chen
Discriminative Dimension Reduction via Maximin Separation Probability Analysis. IEEE Trans. Cybern. 51 (8) (2021)
Shuang Li, Fangrui Lv, Binhui Xie, Chi Harold Liu, Jian Liang, Chen Qin
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation. AAAI (2021)
Shuang Li, Binhui Xie, Qiuxia Lin, Chi Harold Liu, Gao Huang, Guoren Wang
Generalized Domain Conditioned Adaptation Network. CoRR (2021)
Shuang Li, Mixue Xie, Fangrui Lv, Chi Harold Liu, Jian Liang, Chen Qin, Wei Li
Semantic Concentration for Domain Adaptation. CoRR (2021)
Shuang Li, Mixue Xie, Fangrui Lv, Chi Harold Liu, Jian Liang, Chen Qin, Wei Li
Semantic Concentration for Domain Adaptation. ICCV (2021)
Qi Wen, Shuang Li, Bingfeng Han, Yi Yuan
ZiGAN: Fine-grained Chinese Calligraphy Font Generation via a Few-shot Style Transfer Approach. ACM Multimedia (2021)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding
Deep Residual Correction Network for Partial Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 43 (7) (2021)
Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation. ACM Multimedia (2020)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang
Domain Conditioned Adaptation Network. AAAI (2020)
Shuang Li, Binhui Xie, Jiashu Wu, Ying Zhao, Chi Harold Liu, Zhengming Ding
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation. CoRR (2020)
Shuang Li, Fangrui Lv, Binhui Xie, Chi Harold Liu, Jian Liang, Chen Qin
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation. CoRR (2020)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Qi Wen, Limin Su, Gao Huang, Zhengming Ding
Deep Residual Correction Network for Partial Domain Adaptation. CoRR (2020)
Shuang Li, Chi Harold Liu, Qiuxia Lin, Binhui Xie, Zhengming Ding, Gao Huang, Jian Tang
Domain Conditioned Adaptation Network. CoRR (2020)
Yiming Chen, Shiji Song, Shuang Li, Cheng Wu
A Graph Embedding Framework for Maximum Mean Discrepancy-Based Domain Adaptation Algorithms. IEEE Trans. Image Process. 29 (2020)
Shuang Li, Chi Harold Liu, Limin Su, Binhui Xie, Zhengming Ding, C. L. Philip Chen, Dapeng Wu
Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Yiming Chen, Shiji Song, Shuang Li, Le Yang, Cheng Wu
Domain Space Transfer Extreme Learning Machine for Domain Adaptation. IEEE Trans. Cybern. 49 (5) (2019)
Shuang Li, Chi Harold Liu, Binhui Xie, Limin Su, Zhengming Ding, Gao Huang
Joint Adversarial Domain Adaptation. ACM Multimedia (2019)
Shuang Li, Shiji Song, Gao Huang, Cheng Wu
Cross-Domain Extreme Learning Machines for Domain Adaptation. IEEE Trans. Syst. Man Cybern. Syst. 49 (6) (2019)
Shuang Li, Shiji Song, Yihe Wan
Laplacian twin extreme learning machine for semi-supervised classification. Neurocomputing 321 (2018)
Shuang Li, Shiji Song, Cheng Wu
Layer-wise domain correction for unsupervised domain adaptation. Frontiers Inf. Technol. Electron. Eng. 19 (1) (2018)
Shuang Li, Shiji Song, Gao Huang, Zhengming Ding, Cheng Wu
Domain Invariant and Class Discriminative Feature Learning for Visual Domain Adaptation. IEEE Trans. Image Process. 27 (9) (2018)
Yihe Wan, Shiji Song, Gao Huang, Shuang Li
Twin extreme learning machines for pattern classification. Neurocomputing 260 (2017)
Shuang Li, Shiji Song, Gao Huang
Prediction Reweighting for Domain Adaptation. IEEE Trans. Neural Networks Learn. Syst. 28 (7) (2017)